Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- Notation
- Part One Machine Learning
- Part Two Optimal Recovery
- Part Three Compressive Sensing
- Part Four Optimization
- Executive Summary
- 19 Basic Convex Optimization
- 20 Snippets of Linear Programming
- 21 Duality Theory and Practice
- 22 Semidefinite Programming in Action
- 23 Instances of Nonconvex Optimization
- Part Five Neural Networks
- Appendices
- References
- Index
Executive Summary
from Part Four - Optimization
Published online by Cambridge University Press: 21 April 2022
- Frontmatter
- Dedication
- Contents
- Preface
- Notation
- Part One Machine Learning
- Part Two Optimal Recovery
- Part Three Compressive Sensing
- Part Four Optimization
- Executive Summary
- 19 Basic Convex Optimization
- 20 Snippets of Linear Programming
- 21 Duality Theory and Practice
- 22 Semidefinite Programming in Action
- 23 Instances of Nonconvex Optimization
- Part Five Neural Networks
- Appendices
- References
- Index
Summary
![Image of the first page of this content. For PDF version, please use the ‘Save PDF’ preceeding this image.'](https://static.cambridge.org/content/id/urn%3Acambridge.org%3Aid%3Abook%3A9781009003933/resource/name/firstPage-9781316518885sbp4_159-159.jpg)
- Type
- Chapter
- Information
- Publisher: Cambridge University PressPrint publication year: 2022